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By studying how guideline creators and developers represent guidelines, both mentally and in text, and how end-users understand and make decisions with such guidelines, we can inform the development of technologies that seek to improve the match between the representations of experts and practitioners.
In comparison with non-experts, the representations of experts are richer, more organised and abstract and are based on deep knowledge; experts also recognise the conditions under which use of particular knowledge is appropriate [ 109].
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Additionally, visual representation of experts' consensus position within the group before and after implementing their feedback advice is also provided, which help an expert to revisit his evaluations and make changes if considered appropriate to achieve a higher consensus level.
It might appear rather "peculiar" to the reader that four out of six stakeholders' groups appear to be well briefed and informed about the topic, which might imply an over-representation of experts in our sample.
Global Standards for the undergraduate, post graduate and continuing medical education were developed by three international task forces with a broad representation of experts in medical education from all six WHO/WFME Regions [ 6].
To advance the utility of model-based machine testing, the fidelity of the VOM was enhanced along three lines: 1) representation of expert work cycle operation, 2) adaptation to changes in work site environment and 3) adaptation to changes when operating different machines.
Results obtained from these formal models can be used to improve the formal representation of expert knowledge in KB to design a new a more useful domain-model.
The framework presented by the fuzzy logic model presented here thus allows representation of expert knowledge about a pathway, and integration of other sources of numerical data with that data.
She is as comfortable synthesising scientific data on how infant boys and girls are responded to by carers (they display aggression with the same frequency, but carers are more responsive to this behaviour in boys than girls) as she is unpicking the media's representation of women (experts in the media are 80% men; case studies and victims are 79% women).
In other words, content validity oriented evidence can be statistically interpreted as a representation of the experts' perceptions regarding the item-to-domain latent correlation [ 21].
Thus, there is the necessity to develop indirect methods for determining whether the expert system model provides a proper representation of the expert knowledge.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com